{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "[![Test](https://github.com/tmbdev/webdataset/workflows/Test/badge.svg)](https://github.com/tmbdev/webdataset/actions?query=workflow%3ATest)\n",
    "[![DeepSource](https://static.deepsource.io/deepsource-badge-light-mini.svg)](https://deepsource.io/gh/tmbdev/webdataset/?ref=repository-badge)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "import torch.utils.data\n",
    "import torch.nn\n",
    "from random import randrange\n",
    "import os\n",
    "os.environ[\"WDS_VERBOSE_CACHE\"] = \"1\"\n",
    "os.environ[\"GOPEN_VERBOSE\"] = \"0\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# The WebDataset Format\n",
    "\n",
    "WebDataset format files are tar files, with two conventions:\n",
    "\n",
    "- within each tar file, files that belong together and make up a training sample share the same basename when stripped of all filename extensions\n",
    "- the shards of a tar file are numbered like `something-000000.tar` to `something-012345.tar`, usually specified using brace notation `something-{000000..012345}.tar`\n",
    "\n",
    "You can find a longer, more detailed specification of the WebDataset format in the [WebDataset Format Specification](https://docs.google.com/document/d/18OdLjruFNX74ILmgrdiCI9J1fQZuhzzRBCHV9URWto0/edit?usp=sharing)\n",
    "\n",
    "WebDataset can read files from local disk or from any pipe, which allows it to access files using common cloud object stores. WebDataset can also read concatenated MsgPack and CBORs sources.\n",
    "\n",
    "The WebDataset representation allows writing purely sequential I/O pipelines for large scale deep learning. This is important for achieving high I/O rates from local storage (3x-10x for local drives compared to random access) and for using object stores and cloud storage for training.\n",
    "\n",
    "The WebDataset format represents images, movies, audio, etc. in their native file formats, making the creation of WebDataset format data as easy as just creating a tar archive. Because of the way data is aligned, WebDataset works well with block deduplication as well and aligns data on predictable boundaries.\n",
    "\n",
    "Standard tools can be used for accessing and processing WebDataset-format files."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "PMC4991227_00003.json\n",
      "PMC4991227_00003.png\n",
      "PMC4537884_00002.json\n",
      "PMC4537884_00002.png\n",
      "PMC4323233_00003.json\n",
      "PMC4323233_00003.png\n",
      "PMC5429906_00004.json\n",
      "PMC5429906_00004.png\n",
      "PMC5592712_00002.json\n",
      "PMC5592712_00002.png\n",
      "tar: stdout: write error\n"
     ]
    }
   ],
   "source": [
    "bucket = \"https://storage.googleapis.com/webdataset/testdata/\"\n",
    "dataset = \"publaynet-train-{000000..000009}.tar\"\n",
    "\n",
    "url = bucket + dataset\n",
    "!curl -s {url} | tar tf - | sed 10q"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note that in these `.tar` files, we have pairs of `.json` and `.png` files; each such pair makes up a training sample."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# WebDataset Libraries\n",
    "\n",
    "There are several libraries supporting the WebDataset format:\n",
    "\n",
    "- `webdataset` for Python3 (includes the `wids` library), this repository\n",
    "- [Webdataset.jl](https://github.com/webdataset/WebDataset.jl) a Julia implementation\n",
    "- [tarp](https://github.com/webdataset/tarp), a Golang implementation and command line tool\n",
    "- Ray Data sources and sinks\n",
    "\n",
    "The `webdataset` library can be used with PyTorch, Tensorflow, and Jax."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# The `webdataset` Library\n",
    "\n",
    "The `webdataset` library is an implementation of PyTorch `IterableDataset` (or a mock implementation thereof if you aren't using PyTorch). It implements as form of stream processing. Some of its features are:\n",
    "\n",
    "- large scale parallel data access through sharding\n",
    "- high performance disk I/O due to purely sequential reads\n",
    "- latency insensitive due to big fat pipes\n",
    "- no local storage required\n",
    "- instant startup for training jobs\n",
    "- only requires reading from file descriptors/network streams, no special APIs\n",
    "- its API encourages high performance I/O pipelines\n",
    "- scalable from tiny desktop datasets to petascale datasets\n",
    "- provides local caching if desired\n",
    "- requires no dataset metadata; any collection of shards can be read and used instantly\n",
    "\n",
    "The main limitations people run into are related to the fact that `IterableDataset` is less commonly used in PyTorch and some existing code may not support it as well, and that achieving an exactly balanced number of training samples across many compute nodes for a fixed epoch size is tricky; for multinode training, `webdataset` is usually used with shard resampling."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "There are two interfaces, the concise \"fluid\" interface and a longer \"pipeline\" interface. We'll show examples using the fluid interface, which is usually what you want."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "import webdataset as wds\n",
    "pil_dataset = wds.WebDataset(url).shuffle(1000).decode(\"pil\").to_tuple(\"png\", \"json\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The resulting datasets are standard PyTorch `IterableDataset` instances."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "isinstance(pil_dataset, torch.utils.data.IterableDataset)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f73806db970>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for image, json in pil_dataset:\n",
    "    break\n",
    "plt.imshow(image)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can add onto the existing pipeline for augmentation and data preparation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f7375fc2230>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import torchvision.transforms as transforms\n",
    "from PIL import Image\n",
    "\n",
    "preproc = transforms.Compose([\n",
    "    transforms.Resize((224, 224)),\n",
    "    transforms.ToTensor(),\n",
    "    lambda x: 1-x,\n",
    "])\n",
    "\n",
    "def preprocess(sample):\n",
    "    image, json = sample\n",
    "    try:\n",
    "        label = json[\"annotations\"][0][\"category_id\"]\n",
    "    except:\n",
    "        label = 0\n",
    "    return preproc(image), label\n",
    "\n",
    "dataset = pil_dataset.map(preprocess)\n",
    "\n",
    "for image, label in dataset:\n",
    "    break\n",
    "plt.imshow(image.numpy().transpose(1, 2, 0))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "`WebDataset` is just an instance of a standard `IterableDataset`. It's a single-threaded way of iterating over a dataset. Since image decompression and data augmentation can be compute intensive, PyTorch usually uses the `DataLoader` class to parallelize data loading and preprocessing. `WebDataset` is fully compatible with the standard `DataLoader`."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Here are a number of notebooks showing how to use WebDataset for image classification and LLM training:\n",
    "\n",
    "- [train-resnet50-wds](examples/out/train-resnet50-wds.ipynb) -- simple, single GPU training from Imagenet\n",
    "- [train-resnet50-multiray-wds](examples/out/train-resnet50-multiray-wds.ipynb) -- multinode training using webdataset\n",
    "- [generate-text-dataset](examples/out/generate-text-dataset.ipynb) -- initial dataset generation\n",
    "- [tesseract-wds](examples/out/tesseract-wds.ipynb) -- shard-to-shard transformations, here for OCR running over large datasets\n",
    "- [train-ocr-errors-hf](examples/out/train-ocr-errors-hf.ipynb) -- an example of LLM fine tuning using a dataset in webdataset format\n",
    "\n",
    "The [wds-notes](examples/wds-notes.ipynb) notebook contains some additional documentation and information about the library."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# The `webdataset` Pipeline API\n",
    "\n",
    "The `wds.WebDataset` fluid interface is just a convenient shorthand for writing down pipelines. The underlying pipeline is an instance of the `wds.DataPipeline` class, and you can construct data pipelines explicitly, similar to the way you use `nn.Sequential` inside models."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(torch.Size([16, 3, 224, 224]), (16,))"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dataset = wds.DataPipeline(\n",
    "    wds.SimpleShardList(url),\n",
    "\n",
    "    # at this point we have an iterator over all the shards\n",
    "    wds.shuffle(100),\n",
    "\n",
    "    # add wds.split_by_node here if you are using multiple nodes\n",
    "    wds.split_by_worker,\n",
    "\n",
    "    # at this point, we have an iterator over the shards assigned to each worker\n",
    "    wds.tarfile_to_samples(),\n",
    "\n",
    "    # this shuffles the samples in memory\n",
    "    wds.shuffle(1000),\n",
    "\n",
    "    # this decodes the images and json\n",
    "    wds.decode(\"pil\"),\n",
    "    wds.to_tuple(\"png\", \"json\"),\n",
    "    wds.map(preprocess),\n",
    "    wds.shuffle(1000),\n",
    "    wds.batched(16)\n",
    ")\n",
    "\n",
    "batch = next(iter(dataset))\n",
    "batch[0].shape, batch[1].shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# The `wids` Library for Indexed WebDatasets\n",
    "\n",
    "Installing the `webdataset` library installs a second library called `wids`. This library provides fully indexed/random access to the same datasets that `webdataset` accesses using iterators/streaming.\n",
    "\n",
    "Like the `webdataset` library, `wids` is high scalable and provides efficient access to very large datasets. Being indexed, it is easily backwards compatible with existing data pipelines based on indexed dataset, including precise epochs for multinode training. The library comes with its own `ChunkedSampler` and `DistributedChunkedSampler` classes, which provided shuffling accross nodes while still preserving enough locality of reference for efficient training.\n",
    "\n",
    "Internally, the library uses a `mmap`-based `tar` file reader implementation; this allows very fast access without precomputed indexes, and it also means that shard and the equivalet of \"shuffle buffers\" are shared in memory between workers on the same machine.\n",
    "\n",
    "This additional power comes at some cost: the library requires a small metadata file that lists all the shards in a dataset and the number of samples contained in each, the library requires local storage for as many shards as there are I/O workers on a node, it uses shared memory and `mmap`, and the availability of indexing makes it easy to accidentally use inefficient access patterns.\n",
    "\n",
    "Generally, the recommendation is to use `webdataset` for all data generation, data transformation, and training code, and to use `wids` only if you need fully random access to datasets (e.g., for browing or sparse sampling), need an indexed-based sampler, or are converting tricky legacy code.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "dict_keys(['.cls', '.jpg', '.txt', '__key__', '__dataset__', '__index__', '__shard__', '__shardindex__'])\n",
      "a high quality color photograph of a dog\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "https://storage.googleapis.com/webdataset/fake-ima base: https://storage.googleapis.com/webdataset/fake-imagenet name: imagenet-train nfiles: 1282 nbytes: 31242280960 samples: 128200 cache: /tmp/_wids_cache\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f7373669e70>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import wids\n",
    "\n",
    "train_url = \"https://storage.googleapis.com/webdataset/fake-imagenet/imagenet-train.json\"\n",
    "\n",
    "dataset = wids.ShardListDataset(train_url)\n",
    "\n",
    "sample = dataset[1900]\n",
    "\n",
    "print(sample.keys())\n",
    "print(sample[\".txt\"])\n",
    "plt.imshow(sample[\".jpg\"])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "There are several examples of how to use `wids` in the [examples](examples) directory.\n",
    "\n",
    "- [train-resnet50-wids](examples/out/train-resnet50-wids.ipynb) shows how to train a ResNet-50 model on ImageNet using `wids`\n",
    "- [train-resnet50-multiray-wids](examples/out/train-resnet50-multiray-wids.ipynb) shows how to train a ResNet-50 model on ImageNet using multiple nodes"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note that the APIs between `webdataset` and `wids` are not fully consistent:\n",
    "\n",
    "- `wids` keeps the extension's \".\" in the keys, while `webdataset` removes it (\".txt\" vs \"txt\")\n",
    "- `wids` doesn't have a fully fluid interface, and `add_transformation` just adds to a list of transformations\n",
    "- `webdataset` currently can't read the `wids` JSON specifications"
   ]
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    "# Installation and Documentation\n",
    "\n",
    "    $ pip install webdataset\n",
    "\n",
    "For the Github version:\n",
    "\n",
    "    $ pip install git+https://github.com/tmbdev/webdataset.git\n",
    "\n",
    "Here are some videos talking about WebDataset and large scale deep learning:\n",
    "\n",
    "- [Introduction to Large Scale Deep Learning](https://www.youtube.com/watch?v=kNuA2wflygM)\n",
    "- [Loading Training Data with WebDataset](https://www.youtube.com/watch?v=mTv_ePYeBhs)\n",
    "- [Creating Datasets in WebDataset Format](https://www.youtube.com/watch?v=v_PacO-3OGQ)\n",
    "- [Tools for Working with Large Datasets](https://www.youtube.com/watch?v=kIv8zDpRUec)\n",
    "\n",
    "# Dependencies\n",
    "\n",
    "The WebDataset library only requires PyTorch, NumPy, and a small library called `braceexpand`.\n",
    "\n",
    "WebDataset loads a few additional libraries dynamically only when they are actually needed and only in the decoder:\n",
    "\n",
    "- PIL/Pillow for image decoding\n",
    "- `torchvision`, `torchvideo`, `torchaudio` for image/video/audio decoding\n",
    "- `msgpack` for MessagePack decoding\n",
    "- the `curl` command line tool for accessing HTTP servers\n",
    "- the Google/Amazon/Azure command line tools for accessing cloud storage buckets\n",
    "\n",
    "Loading of one of these libraries is triggered by configuring a decoder that attempts to decode content in the given format and encountering a file in that format during decoding. (Eventually, the torch... dependencies will be refactored into those libraries.)"
   ]
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